What I check in the last 15 minutes before merging an agent-generated PR
What I check in the last 15 minutes before merging an agent-generated PR
在合并 AI 生成的 PR 前,我最后 15 分钟会检查什么
The number one way that teams new to Agentic Engineering workflows accumulate long-term technical debt and scope drift is by merging agent PRs that look fine in the diff but break on edge cases: empty input, scope drift buried in a “refactor,” and tests that passed without testing anything. 对于刚接触“智能体工程”(Agentic Engineering)工作流的团队来说,积累长期技术债务和需求蔓延(scope drift)的首要原因,就是合并了那些在代码差异(diff)中看起来没问题,但在边缘情况下却会崩溃的 AI PR:例如空输入处理失效、隐藏在“重构”中的需求蔓延,以及那些看似通过但实际上什么都没测试的测试用例。
I wrote up the 15-minute pass I use before merge, including a worked example of what it catches on a synthetic agent PR. I just want to share in case others find it useful. 我总结了自己在合并前进行的 15 分钟检查流程,并附带了一个针对合成 AI PR 的实战案例,展示了该流程能发现的问题。我分享出来,希望能对大家有所帮助。